BVD-I-300M: 300 Million Video Frame URLs from YouTube, Dailymotion, and Vimeo

LAION-BVD - 300M Video Frame URLs is a collection of approximately 300 million keyframe references extracted from publicly available web videos. It was created by LAION and last updated on June 14, 2026. The dataset contains source video URLs and frame timestamps, but no actual image data.

Use Cases

• Reproducing specific video frames for model training based on provided URLs and timestamps.
• Building a custom image dataset by downloading frames from the listed web video sources.
• Analyzing the distribution of video content across platforms like YouTube, Dailymotion, and Vimeo.
• Studying temporal patterns in video content based on frame extraction points.

Strengths

• Contains references to approximately 300 million video frames.
• Sources videos from three major public platforms: YouTube, Dailymotion, and Vimeo.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

BVD-RAW, YouTube, Dailymotion, Vimeo

Collection Method

Keyframes extracted from publicly available web videos.

Freshness

Last updated 2026-06-14 13:43:04; freshness should be verified.